The NodeLab System
How it connects
NodeLab orchestrates your data like a living system: raw Game Data flows into Nebula Graph structures and powers a Real‑Time Dashboard with actionable insights.
- Ingest events with a flexible SDK tailored to your economy.
- Model relationships in Nebula Graph for pattern and cohort discovery.
- Surface live KPIs, funnels, and next‑best actions in the dashboard.
Proprietary SDK
Collects all standard data; customizable to integrate unique player metrics for each game
Graph‑Powered ML
TensorFlow GNN learns from player–player and player–content graphs to predict churn and drive recommendations
Custom Dashboards
Interactive, tailor‑made economy and progression views with actionable segments and alerts
Batch‑First Processing
Nebula Graph + ClickHouse compute graph features hourly/daily for low cost and fast time‑to‑value
How it works
Attach SDK
Drop-in client/server SDK. Name events as you like.
Ingest & Build Graph
Events land in ClickHouse; Nebula builds social + content graphs.
Scores & Segments
TF‑GNN embeddings and graph features power dashboards and CRM.
Live Analytics Dashboard
Analytics Output Examples
Real-time player behavior insights delivered in plain English
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Real-time insights delivered in plain English with actionable recommendations